Intelligent Machines Lab Reading Group
The Intelligent Machines Lab Reading Group meets every Friday at 10:30 A.M. in LT-1 at Information Technology University, Lahore. We present and discuss publications, tools and experiments from variety of areas like Computer Vision, Deep Learning, Machine Learning, Robotics, Social Robots, Human Robot Interactions and Geographic Information System (GIS). These meetings are very informal, everyone (faculty members, students, research fellows etc.) is welcomed to join us. Our objective is to provide venue for sharing new developments, enhance mathematical rigor and have fun helping each other.
Organizer: Mr. Akhtar Munir
Please email at email@example.com if you would like to present a paper at the group.
|Date||Presenter||Paper or topic|
|October 20, 2017||Dr. Mohsen Ali||Finding Tiny Faces [pdf]
Authors: Peiyun Hu, Deva Ramanan
|Date||Presenter||Paper or topic|
|October 13, 2017||Ruhan Asghar||Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition [pdf]
Authors: Junwu Weng, Chaoqun Weng, Junsong Yuan
|October 6, 2017||Tehreem Aslam||Superpixel-based Color Transfer [pdf]
Authors: R´emi Giraud, Vinh-Thong Ta, Nicolas Papadakis
|September 29, 2017||Mohsin Riaz||SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 0.5 MB model size [pdf]
Authors: Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally, Kurt Keutzer
|Sep 22, 2017||Rabia Rafique||Active Learning Tutorial|
|Sep 22, 2017||Javed Iqbal||Introduction to Reinforcement Learning|
|August 25, 2017||Mohsin Riaz||Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation [pdf]
Authors: Jong Hwan Ko, Burhan Mudassar, Taesik Na, and Saibal Mukhopadhyay. Design Automation Conference, – 2017
|August 18, 2017||Afsheen Rafaqat Ali||Emotion Recognition in Context [pdf]
Authors: Ronak Kosti, Jose M. Alvarez, Adria Recasens, Agata Lapedriza, CVPR – 2017
|August 11, 2017||Dr. Mudassir Shabbir||Introduction to VC Dimesions|
|August 3, 2017||Anza Shakeel||Multi-Scale Dense Convolutional Networks for Efficient Prediction [pdf]
Authors: Gao Huang(Cornell University), Danlu Chen(Fudan University), Tianhong Li (Tsinghua University), Felix Wu (Cornell University), Arxiv Paper 2017
|July 28, 2017||Mohsen Ali||Densely Connected Convolutional Networks [pdf]
Authors: Gao Huang, Zhuang Liu, Kilian Q. Weinberger, Laurens van der Maaten
Published in Conference on Computer Vision and Pattern Recognition, 2017 and received best paper award.
|June 22, 2017||Afsheen Rafaqat Ali||Is Faster R-CNN Doing Well for Pedestrian Detection? [pdf]
Authors: Liliang Zhang, Liang Lin, Xiaodan Liang, Kaiming He
Published in European Conference on Computer Vision, 2016.
|June 9, 2017||Muhammad Nawaz||Program sketching [pdf]
Authors: Armando Solar-Lezama
Published in International Journal on Software Tools for Technology Transfer, 2013.
|June 2, 2017||Dr. Mohsen Ali||Learning Deep Features for Discriminative Localization [pdf]
Authors: Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba
Published in Conference on Computer Vision and Pattern Recognition, 2016.
|May 26, 2017||Muhammad Athar
|Towards Robot Autonomy in Group Conversations: Understanding the Effects of Body Orientation and Gaze [pdf]
Authors: Marynel Vazquez, Elizabeth J. Carter, Braden McDorman, Jodi Forlizzi, Aaron Steinfeld, Scott Hudson
Published in March, 2017 in ACM/IEEE International Conference on Human-Robot Interaction, Vienna, Austria.
|May 19, 2017||Muhammad Usama||Human-level control through deep reinforcement learning [pdf]
Authors: Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg & Demis HassabisPublished on 25 February 2015 in Nature
|May 12, 2017||Afsheen Rafaqat Ali||Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks [pdf]
Authors: Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros
Submitted to ICCV 2017
|May 5, 2017||Tehreem Aslam||Scribbler: Controlling Deep Image Synthesis with Sketch and Color [pdf]
Authors: Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, James Hays
Computer Vision and Pattern Recognition, CVPR 2017
|April 28, 2017||Muhammad Faisal and
|LipNet: End-To-End Sentence Level Lipreading [pdf]
Authors: Yannis M. Assael, Brendan Shillingford, Shimon Whiteson, Nando de Freitas
|April 21, 2017||Anza Shakeel||Unsupervised Visual Representation Learning By Context Prediction [pdf]
Authors: Carl Doersch, Abhinav Gupta, Alexei A. Efros
Oral paper at ICCV 2015
|April 21, 2017||Umair Shoaib||UberNet: Training a ‘Universal’ Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory [pdf]
Author: Iasonas Kokkinos